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In today's edition: 🔥

To celebrate the launch of its GPT-5.6 model, OpenAI unveiled another new AI agent: ChatGPT Work. The tool is a combination of ChatGPT and Codex powered by the GPT-5.6 model suite (Sol, Terra, and Luna), allowing the everyday non-technical user to take advantage of Codex’s capabilities for non-coding tasks.

The AI tool you tried last quarter waited for a prompt, hallucinated a number, then asked if you'd like a summary.

Viktor opened a PR at 2am, rebased it against main, ran your test suite, and posted a note in #eng: "Two flaky tests in payments service, both pre-existing. Recommended merging after fixing them." Then drafted the customer reply for the support ticket the bug created.

That's 619K autonomous actions per day across 20,000+ teams. Not chat replies. Real work shipped to GitHub, Stripe, Linear, Notion, and 3,000+ other tools, from inside Slack and Microsoft Teams.

You don't supervise him any more than you supervise a senior engineer.

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Meta introduced the latest model from its Meta Superintelligence Labs, Meta Spark 1.1, a significant upgrade from the original Muse Spark. The multimodal reasoning model was built for agentic tasks and comes with a paid tier for developers. Previously, Meta had not charged clients for access to its AI models.

Anthropic designed Reflect to break down the topics, tasks, and times behind someone's Claude use across the past 1, 3, 6, or 12 months on web and desktop, with a total-time view on the way and the phone app still to come. Reflect scores that against a fluency framework of delegation, description, discernment, and diligence, built with MIT Media Lab and Boston Children's Hospital.

OpenAI just released its GPT-5.6 family, launching flagship Sol alongside Terra and Luna tiers — and pairing the models with a Claude Cowork-style platform and desktop app merge that brings the company’s ‘superapp’ talk into action. Sol lands slightly below Fable on AA’s Intelligence Index but tops it on agentic coding, with upgrades to computer use, design, and cybersecurity.

Speaking of Meta and AI… the tech giant is reportedly on track to start making the latest versions of its AI-specific chip in September, according to an internal memo. At least one chip sailed through its testing phase in about six weeks, and Meta is working with Broadcom on the chip design, though it will use Taiwan Semiconductor Manufacturing Company (TSMC) to manufacture them.

Turn ChatGPT into an interactive tutor that guides you step by step, not just gives answers.

Here’s how to do it (step-by-step): 👇

Step 1: Open ChatGPT (mobile or web) and select any GPT model.

Step 2: Tap the Tools button next to the message bar.

Step 3: Select “Study and learn” from the dropdown menu.

Step 4: Start with a topic and your level, for example:

“Help me learn [Your Subject/Skill] from scratch. I want to understand key concepts, tools, and strategies within 2 weeks. Use questions, mini-quizzes, and examples to guide me step by step.”

Step 5: Engage with the questions, hints, and mini-quizzes ChatGPT gives you.

💡 Quick Tip: Enable Memory (Settings → Personalization), so Study Mode remembers your progress and adapts over time.

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[arXiv is a free online library where researchers share pre-publication papers]

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After years of making AI sound human, companies (even OpenAI’s own staff) now pay to make it grunt for cheaper.

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